Title :
Vector quantization techniques for multiple-antenna channel information feedback
Author :
Roh, J.C. ; Rao, B.D.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
Abstract :
This paper presents vector quantization (VQ) techniques in the context of multiple-antenna systems with finite-rate feedback. For MISO systems, we introduce a new design criterion and develop the corresponding iterative design algorithm for quantization of the beamforming vector. For complexity-limited systems, tree-structured VQ is also examined and compared with the full-search VQ method. The method is extended to MIMO channels by employing a parameterization method that exploits the orthonormality in the spatial information matrix and using the MISO approach in a sequential manner. The parameterization method can also be used to develop an effective low-complexity scheme to deal with quantization of time-varying channels. Also briefly discussed is a matrix quantization method for feeding back the beamforming matrix in MIMO spatial multiplexing systems.
Keywords :
MIMO systems; array signal processing; iterative methods; time-varying channels; vector quantisation; MIMO; MISO system; antenna beamforming; information feedback; iterative design algorithm; matrix quantization method; multiinput multioutput channel; multiple-antenna system; parameterization method; spatial information matrix; spatial multiplexing system; time-varying channel; vector quantization technique; Algorithm design and analysis; Array signal processing; Channel capacity; Feedback; Iterative algorithms; MIMO; Source coding; Time-varying channels; Transmitters; Vector quantization;
Conference_Titel :
Signal Processing and Communications, 2004. SPCOM '04. 2004 International Conference on
Conference_Location :
Bangalore, India
Print_ISBN :
0-7803-8674-4
DOI :
10.1109/SPCOM.2004.1458490